Ko ngā pokapū raraunga e whakahaerehia ana e te AI te poutokomanawa o tō tātou ao matihiko. Hei noho whakamua, he mea nui te whakateretere i te whakatinanatanga o ngā pokapū raraunga kua rite ki te AI, ā, ka tūhuratia e tēnei tuhinga ngā wāhanga e toru e whai wāhi ana.
He tūāpapa hou te AI mō te whanaketanga o ngā ahumahi puta noa i te ao. Kei te whakamahia te hangarau mō ngā mahi katoa mai i te whakahaere aunoa i ngā mahi o ia rā ki te whakaputa whakaaro hou mō ngā hua me ngā ratonga, ā, e matapaetia ana ka tere ake tōna pānga.
E ai ki te pūrongo a McKinsey mō te "The State of Artificial Intelligence", tae noa ki te tau kua hipa, e 65% o ngā whakahaere puta noa i te ao kua whakauru i te AI ki roto i te iti rawa i te kotahi mahi pakihi (e matapaetia ana ka eke tēnei whika ki te 50% i te tau 2023). I taua wā tonu, e matapaetia ana e te IDC ka eke te whakaputa raraunga o te ao ki te 175 ZB i tēnei tau, ko te nuinga o te wā e peia ana e te AI, te ako mīhini, me te tukatuka raraunga wā-tūturu.
I te tipu tere o te mākete pokapū raraunga, ka noho te AI hei kaiārahi tipu matua. Kua rite tō hanganga mō tēnei ia?
Te AI i roto i ngā Pokapū Raraunga: Te Huringa Whakararuraru
Kei te pana tonu ngā tono AI hou i ngā rohe hoahoa o ngā pokapū raraunga o nāianei. Mai i te whakahaere i ngā kawenga mahi ā-roto pakihi e ahu mai ana i ngā rauropi ako mīhini ki te whakapai ake i te whai huatanga o te pūngao me te haumarutanga mā roto i ngā tauira matapae, kei te whakatairanga te AI i ngā kaha whakahaere atamai o ngā pokapū raraunga ki ngā taumata hou.
Ko te pou o tēnei panonitanga ko ngā pokapū raraunga kiato-nui kua rite ki ngā tautau GPU. Ka taea e ēnei tautau te whakahaere i ngā kawenga mahi whakarara nui, me te whakatutuki i ngā hiahia mana rorohiko o te whakangungu tauira me te whakatau.
Heoi, kāore he tauira kotahi, whānui hoki mō tēnei panonitanga. He rerekē te tere o te whakatinanatanga o te AI puta noa i ngā rohe, ngā umanga, me ngā whakaurunga rerekē, nā reira he mea nui te māramatanga hohonu ki te ara whanaketanga o ngā pokapū raraunga AI.
Hanganga Pokapū Raraunga AI: He Tirohanga Ao Whānui
Anei ētahi tatauranga matua:
Neke atu i te 40% o te wahanga mākete pokapū raraunga o te ao e ahu mai ana i Amerika Te Raki, ā, e matapaetia ana ka piki ake tōna kaha mā te 2.5 ngā wā i ngā tau e haere ake nei.
Kei te huri haere ngā whenua pēnei i a Airana, Tenemāka, me Tiamana hei pokapū pokapū raraunga, nā ngā kaupapa here taake pai, te hononga kaha, me te arotahi ki te oranga tonutanga.
E matapaetia ana ka eke te rohe o Āhia me te Moana-nui-a-Kiwa ki ngā reiti tipu teitei ake (he CAGR o te 13.3% mai i te tau 2025 ki te 2030), ā, ko Haina, Hapani, Īnia, me Hingaia te kaiārahi.
Ngā Wāhanga e Toru o te Whakatū i tētahi Pokapū Raraunga e Aroturukihia ana e te AI
Ko te whakaurunga o te AI ki ngā mahi pokapū raraunga ka puta i roto i ngā wāhanga e toru:
**Te Whakarite Raraunga:** I tēnei wāhanga, ka kohia e te AI ngā raraunga mai i ngā rauemi maha, pērā i ngā pātengi raraunga, ngā API, ngā rangitaki, ngā whakaahua, ngā ataata, ngā pūoko, me ētahi atu puna ka taea te whakamahi i te wā tūturu, i te wā kore tūturu rānei. Kātahi ka tāpirihia/tāpirihia ēnei raraunga; ka tangohia ngā hapa, ā, ka hurihia ki tētahi hōputu ka taea e te tauira AI te mārama. Koinei te pūtake mō te tika me te mahi a te tauira.
**Whakangungu:** Ka tīmata te pūnaha AI ki te whakaako i te tauira AI me pēhea te mahi i ngā mahi mā te wāhanga whakarite raraunga. Ka ako te whatunga io o te tauira AI i ngā raraunga, tōna hanganga, ōna tauira, me ō rātou whanaungatanga. E mōhiotia ana hoki tēnei ko te wāhanga ako hōhonu. E hiahiatia ana he taiao pokapū raraunga whai rawa i te GPU, he nui te kiato, hei tukatuka i ngā kawenga mahi AI me te iti o te whakaroa.
**Whakatau/Mana Motuhake:** Ka tīmata te tauira AI ki te whakauru pai ki te pūnaha rauropi o waho me ngā raraunga hou, ka whakatau i ngā whakatau whakamutunga me ngā matapae. Koinei te wāhi e hiahiatia ana e te hanganga AI he taura, he whāngai raraunga wā-tūturu, me te whakaurunga pūnaha hohonu.
Te wikitoria i ngā wero hanganga hei tautoko i tētahi pokapū raraunga e whakahaerehia ana e te AI
Hei whakatutuki i te mana motuhake o te AI, me aro atu ki ētahi wero nui.
Te Kīanga o te Tauranga me te Wāhi Whatanga
Ko ngā mahi a te AI e whakawhirinaki ana ki ngā tautau GPU e hono ana mā roto i ngā hononga tere-tiketike, iti-roa. Ko te hua o tēnei he nui te kiato o ngā tauranga, ka nui ake te wāhi me te hiahia whakamatao. Kāore e taea e ngā hoahoa whata tuku iho te pupuri i tēnei. Ki te kore he hanganga motuhake, ka taea e te taputapu e whakamahia ana hei whakatere i te AI te noho hei aukati.
Ngā Kōwhiringa Pāpāho Waea
Kāore te whiriwhiri i waenga i te parahi me te muka i te tautohetohe hangarau - he tautohetohe rautaki. Me nui te whānui o te hononga whatunga AI, ā, me iti te whakaroa mō ngā tawhiti roa. Ko te muka te whiringa pai i roto i ngā taiao mahi teitei, engari mēnā ka whakamaheretia me te tāuta tika. Mā ngā hapa i konei ka ngoikore te tohu me te ngaronga o te mahi, inā koa i ngā wāhi haruru, he nui te pokanoa.
Te Whakaurunga Hangarau Mōhiohio ki te BAS/BMS
Me whai hononga tahi, ā-wā tonu hoki ngā pokapū raraunga AI atamai puta noa i te pūnaha whare katoa, nā reira he mea tino hira te hononga o ngā pūnaha IT ki ngā Pūnaha Aunoatanga Whare (BAS) me ngā Pūnaha Whakahaere Whare (BMS).
Heoi, he maha ngā āhuatanga e herea ana ki tēnei whakaurunga pūnaha: ngā hanganga tawhito, ngā kawa whakahaere me ngā kawa whakawhitiwhiti kōrero rerekē, me ngā wāhi hina kua roa e warewarehia ana. Kei roto i ēnei wāhi ngā pūnaha tautoko matua pērā i te UPS, ngā pouaka whakamatao, te tohatoha hiko, me te whakahaere HVAC.
Hei whakamahi i te AI mō te arotautanga atamai i te whakamahinga pūngao, te whakamatao, me te haumarutanga i te wā tūturu, he mea nui te kaupapa taura paerewa hei whakarite i te hononga kotahi me te pumau o ngā wāhanga katoa i roto i ēnei wāhi hina. I tetahi atu taha, ko ngā pūnaha ture pakaru me te hononga pūnaha ngoikore ka arahi ngāwari ki te hekenga o te mahi, tae atu ki ngā mōrearea nui pēnei i te korenga o te pakihi.
I te mea kei te haere tonu te whakauru o te mātauranga horihori ki ngā tauira pakihi, ngā tumanakohanga ratonga kaiwhakamahi, me ngā rerengamahi mamati, me mahi tonu ngā pokapū raraunga me te whai i te tere o te whanaketanga.
I te aroaro o te panonitanga o te ahumahi, kua noho ko te aro nui ki ngā wero hei whiringa hei pupuri i te whakataetae mō te wā roa. Mā ngā whakataunga whakamahere hanganga me te hanga o nāianei ka whakatau tika mēnā ka taea e ngā pokapū raraunga te urutau ki te tere o te whakahoutanga me te whānui ngāwari o ngā hangarau AI ā muri ake nei. Ko te whakahou i ngā hanganga i te wā AI ko te hanga i te urutau mō te wā roa mō ngā pokapū raraunga.
Belden HirschmannKei te whānuitanga katoa o ngā otinga hononga a te kamupene he kohinga hua katoa i hangaia mō ngā horopaki pokapū raraunga AI uaua.
Wā tuku: Mei-09-2026